Grandvalet, Y. and Rakotomamonjy, A. and Keshet, J. and Canu, S.
Bibtex
Support Vector Machines with a Reject Option
Advances in Neural Information Processing Systems 21, pp. 537-544, publisher: MIT Press, 2008
Hérault, R. and Grandvalet, Y.
Bibtex
Classifieurs Probabilistes Parcimonieux
Traitement du Signal, vol. 25, num. 4, pp. 279-291, 2008
Hérault, R. and Grandvalet, Y.
Bibtex
Sparse Probabilistic Classifiers
Proceedings of 24th International Conference on Machine Learning, Oregon State University, Corvallis, Oregon, USA, pp. 337-344, ed.: Ghahramani Z., June, 2007
document
Grandvalet, Y. and Mariéthoz, J. and Bengio, S.
Bibtex
A probabilistic interpretation of SVMs with an application to unbalanced classification
Advances in Neural Information Processing Systems 18, pp. 467-474, publisher: MIT Press, 2006